Generative models of text › RNN LMs / Autodiff

Lecture 1: RNN LMs / Autodiff

Mon, Jan 12

Readings

Sequence Modeling: Recurrent and Recursive Nets. Ian Goodfellow, Yoshua Bengio, & Aaron Courville (2016). Deep Learning, Chapter 10.1-10.5.
A Framework for the Cooperation of Learning Algorithms. Léon Bottou, Patrick Gallinari (1991). Advances in Neural Information Processing Systems.
PyTorch: An Imperative Style, High-Performance Deep Learning Library. Paszke et al. (2019). Advances in Neural Information Processing Systems.

Lecturer: Matt Gormley

Unit: Generative models of text

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